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Quantified recess: design of an activity for elementary students involving analyses of their own movement data

Published: 24 June 2013 Publication History
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  • Abstract

    Recess is often a time for children in school to engage recreationally in physically demanding and highly interactive activities with their peers. This paper describes a design effort to encourage fifth-grade students to examine sensitivities associated with different measures of center by having them analyze activities during recess using over the course of a week using Fitbit activity trackers and TinkerPlots data visualization software. We describe the activity structure some observed student behaviors during the activity. We also provide a descriptive account, based on video records and transcripts, of two students who engaged thoughtfully with their recess data and developed a more sophisticated understanding of when and how outliers affect means and medians.

    References

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    Cobb, P., Confrey, J., diSessa, A., Lehrer, R. and Schauble, L. 2003. Design experiments in educational research. Educational Researcher, 32, 1, 9--13.
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    Konold, C. and Miller, C. 2005. TinkerPlots. Dynamic Data Exploration. Statistics software for middle school curricula. Key Curriculum Press, Emeryville, CA.
    [3]
    Lee, V. R. & Drake, J. 2013. Digital physical activity data collection and use by endurance runners and distance cyclists. Technology, Knowledge and Learning, 18, 1.
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    Lee, V. R. & DuMont, M. 2010. An exploration into how physical activity data-recording devices could be used in computer-supported data investigations. International Journal of Computers for Mathematical Learning, 15, 3, 167--189.
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    Lee, V. R. & Thomas, J. M. 2011. Integrating physical activity data technologies into elementary school classrooms. Educational Technology Research & Development, 59, 6, 865--884.
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    Pellegrini, A. D. and Bohn, C. M. 2005. The role of recess in children's cognitive performance and school adjustment. Educational Researcher, 34, 1, 13--19.
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    Smith, J. P., diSessa, A. A. and Roschelle, J. 1993. Misconceptions reconceived: A constructivist analysis of knowledge in transition. Journal of the Learning Sciences, 3, 2, 115--163

    Cited By

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    • (2023)Caring for Children’s Health and Wellbeing Through Understanding and Designing for Health Data LiteracyProceedings of the 22nd Annual ACM Interaction Design and Children Conference10.1145/3585088.3593922(785-788)Online publication date: 19-Jun-2023
    • (2023)Bop or Flop?: Integrating Music and Data Science in an Elementary ClassroomThe Journal of Experimental Education10.1080/00220973.2023.220157092:2(262-286)Online publication date: 21-Apr-2023
    • (2021)DataMoves: Entangling Data and Movement to Support Computer Science EducationProceedings of the 2021 ACM Designing Interactive Systems Conference10.1145/3461778.3462039(2068-2082)Online publication date: 28-Jun-2021
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    1. Quantified recess: design of an activity for elementary students involving analyses of their own movement data

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      cover image ACM Conferences
      IDC '13: Proceedings of the 12th International Conference on Interaction Design and Children
      June 2013
      687 pages
      ISBN:9781450319188
      DOI:10.1145/2485760
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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      New York, NY, United States

      Publication History

      Published: 24 June 2013

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      Author Tags

      1. TinkerPlots
      2. activity trackers
      3. collaboration
      4. competition
      5. elementary students
      6. fitbit
      7. physical activity
      8. quantified self

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      IDC '13
      Sponsor:
      • The New School
      • ACM
      • Sesame Workshop
      IDC '13: Interaction Design and Children 2013
      June 24 - 27, 2013
      New York, New York, USA

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      Overall Acceptance Rate 172 of 578 submissions, 30%

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      Cited By

      View all
      • (2023)Caring for Children’s Health and Wellbeing Through Understanding and Designing for Health Data LiteracyProceedings of the 22nd Annual ACM Interaction Design and Children Conference10.1145/3585088.3593922(785-788)Online publication date: 19-Jun-2023
      • (2023)Bop or Flop?: Integrating Music and Data Science in an Elementary ClassroomThe Journal of Experimental Education10.1080/00220973.2023.220157092:2(262-286)Online publication date: 21-Apr-2023
      • (2021)DataMoves: Entangling Data and Movement to Support Computer Science EducationProceedings of the 2021 ACM Designing Interactive Systems Conference10.1145/3461778.3462039(2068-2082)Online publication date: 28-Jun-2021
      • (2021)EvalMe: Exploring the Value of New Technologies for In Situ Evaluation of Learning ExperiencesProceedings of the 2021 CHI Conference on Human Factors in Computing Systems10.1145/3411764.3445749(1-14)Online publication date: 6-May-2021
      • (2021) Remembering What Produced the Data: Individual and Social Reconstruction in the Context of a Quantified Self Elementary Data and Statistics Unit Cognition and Instruction10.1080/07370008.2021.193652939:4(367-408)Online publication date: 10-Jul-2021
      • (2020)Opening the Black BoxProceedings of the 2020 ACM Conference on International Computing Education Research10.1145/3372782.3406268(291-301)Online publication date: 10-Aug-2020
      • (2020)Project SMART: A Cooperative Educational Game to Increase Physical Activity in Elementary SchoolsSmart Health10.1016/j.smhl.2020.100163(100163)Online publication date: Dec-2020
      • (2020)Leveraging interest-driven embodied practices to build quantitative literacies: A case study using motion and audio capture from danceEducational Technology Research and Development10.1007/s11423-020-09804-269:4(2013-2036)Online publication date: 14-Jul-2020
      • (2019)Connect-to-Connected WorldsProceedings of the 2019 CHI Conference on Human Factors in Computing Systems10.1145/3290605.3300237(1-14)Online publication date: 2-May-2019
      • (2019)On researching activity tracking to support learning: a retrospectiveInformation and Learning Sciences10.1108/ILS-06-2018-0048120:1/2(133-154)Online publication date: 14-Jan-2019
      • Show More Cited By

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